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Artificial Intelligence

72,274 papers (0 classified directly here)

Subtopics

Core AI (59,089) Learning Paradigms (14,108) Bayesian & Probabilistic (4,335)

Papers per year

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14833
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Papers (including subtopics)

Exact Bayesian Learning of Ancestor Relations in Bayesian Networks AISTATS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
A Consistent Method for Graph Based Anomaly Localization AISTATS 2015
Submodular Point Processes with Applications to Machine learning AISTATS 2015
Consensus Message Passing for Layered Graphical Models AISTATS 2015
Latent feature regression for multivariate count data AISTATS 2015
Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering AISTATS 2015
The Security of Latent Dirichlet Allocation AISTATS 2015
A Spectral Algorithm for Inference in Hidden semi-Markov Models AISTATS 2015
Reactive bandits with attitude AISTATS 2015
Gamma Processes, Stick-Breaking, and Variational Inference AISTATS 2015
Inference of Cause and Effect with Unsupervised Inverse Regression AISTATS 2015
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015
Missing at Random in Graphical Models AISTATS 2015
Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015
Falling Rule Lists AISTATS 2015
Scalable Nonparametric Multiway Data Analysis AISTATS 2015
Open Problem: Online Sabotaged Shortest Path COLT 2015
Open Problem: Learning Quantum Circuits with Queries COLT 2015
Online Learning with Feedback Graphs: Beyond Bandits COLT 2015
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Optimum Statistical Estimation with Strategic Data Sources COLT 2015